DocumentCode :
2931113
Title :
Interval type-2 Takagi-Sugeno fuzzy controller design for a class of nonlinear singular networked control systems
Author :
Chwan-Lu Tseng ; Shun-Yuan Wang ; Shou-Chuang Lin ; Yu-Yuan Chen
Author_Institution :
Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear :
2012
fDate :
16-18 Nov. 2012
Firstpage :
268
Lastpage :
272
Abstract :
The primary objective of this study is to propose an interval type-2 controller design method for a class of nonlinear singular networked control systems encountering data-transmission delay and packet loss problems. This study assesses the stability analysis and design of the system controllers. First, the singular networked control systems are modeled as interval type-2 T-S fuzzy systems. The concept of parallel distributed compensation is then employed to design corresponding interval type-2 T-S fuzzy controllers. For system stability analysis, the stability conditions are identified using a specific Lyapunov function. The linear matrix inequalities are thus derived from the stability conditions. Furthermore, the controller gain matrices can be obtained by solving a set of appropriate linear matrix inequalities. Finally, a numerical example is used to conduct simulations and analysis. The simulation results verify the correctness of stability analysis. The performance of the proposed type-2 fuzzy controller is superior to the traditional fuzzy controller.
Keywords :
Lyapunov methods; compensation; control system synthesis; fuzzy control; linear matrix inequalities; networked control systems; nonlinear control systems; stability; Lyapunov function; controller gain matrix; data-transmission delay; interval type-2 T-S fuzzy system; interval type-2 Takagi-Sugeno fuzzy controller design; linear matrix inequalities; nonlinear singular networked control system; packet loss problem; parallel distributed compensation; stability condition; system controller design; system stability analysis; Delay; Linear matrix inequalities; Mathematical model; Networked control systems; Packet loss; Stability analysis; Lapunov stability; Singular networked control systems; interval type-2 fuzzy model; linear matrix inequality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Theory and it's Applications (iFUZZY), 2012 International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-1-4673-2057-3
Type :
conf
DOI :
10.1109/iFUZZY.2012.6409714
Filename :
6409714
Link To Document :
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